Exploratory Analysis Report

Dataset statistics

Number of variables	18
Number of observations	39129
Missing cells	6399
Missing cells (%)	0.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.4 MiB
Average record size in memory	144.0 B

Variable types

Categorical	4
Text	4
Boolean	1
Numeric	9

Alerts

`Rfrg_Prvdr_Geo_Lvl` is highly imbalanced (74.8%)	Imbalance
`Rfrg_Prvdr_Geo_Cd` has 1649 (4.2%) missing values	Missing
`Tot_Suplr_Benes` has 4750 (12.1%) missing values	Missing
`Tot_Rfrg_Prvdrs` is highly skewed (γ1 = 31.88771723)	Skewed
`Tot_Suplrs` is highly skewed (γ1 = 42.08429491)	Skewed
`Tot_Suplr_Benes` is highly skewed (γ1 = 48.54514462)	Skewed
`Tot_Suplr_Clms` is highly skewed (γ1 = 54.4026195)	Skewed
`Tot_Suplr_Srvcs` is highly skewed (γ1 = 162.2314046)	Skewed

Reproduction

Analysis started	2024-09-20 02:18:32.162567
Analysis finished	2024-09-20 02:19:01.508439
Duration	29.35 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Rfrg_Prvdr_Geo_Lvl
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

State	37480
National	1649

Length

Max length	8
Median length	5
Mean length	5.126428
Min length	5

Characters and Unicode

Total characters	200592
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	National
2nd row	State
3rd row	State
4th row	State
5th row	State

Common Values

Value	Count	Frequency (%)
State	37480	95.8%
National	1649	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
state	37480	95.8%
national	1649	4.2%

Most occurring characters

Value	Count	Frequency (%)
t	76609	38.2%
a	40778	20.3%
S	37480	18.7%
e	37480	18.7%
N	1649	0.8%
i	1649	0.8%
o	1649	0.8%
n	1649	0.8%
l	1649	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	200592	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	76609	38.2%
a	40778	20.3%
S	37480	18.7%
e	37480	18.7%
N	1649	0.8%
i	1649	0.8%
o	1649	0.8%
n	1649	0.8%
l	1649	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	200592	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	76609	38.2%
a	40778	20.3%
S	37480	18.7%
e	37480	18.7%
N	1649	0.8%
i	1649	0.8%
o	1649	0.8%
n	1649	0.8%
l	1649	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	200592	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	76609	38.2%
a	40778	20.3%
S	37480	18.7%
e	37480	18.7%
N	1649	0.8%
i	1649	0.8%
o	1649	0.8%
n	1649	0.8%
l	1649	0.8%

Rfrg_Prvdr_Geo_Cd
Text

MISSING

Distinct	60
Distinct (%)	0.2%
Missing	1649
Missing (%)	4.2%
Memory size	305.8 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	74960
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	04
2nd row	06
3rd row	20
4th row	26
5th row	27

Value	Count	Frequency (%)
06	1114	3.0%
48	1023	2.7%
36	1016	2.7%
12	1002	2.7%
42	960	2.6%
17	933	2.5%
39	910	2.4%
37	898	2.4%
26	870	2.3%
34	869	2.3%
Other values (50)	27885	74.4%

Most occurring characters

Value	Count	Frequency (%)
2	11697	15.6%
1	10549	14.1%
4	10204	13.6%
3	9919	13.2%
0	8188	10.9%
5	7947	10.6%
6	4636	6.2%
9	3930	5.2%
8	3904	5.2%
7	3816	5.1%
Other values (5)	170	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	74960	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	11697	15.6%
1	10549	14.1%
4	10204	13.6%
3	9919	13.2%
0	8188	10.9%
5	7947	10.6%
6	4636	6.2%
9	3930	5.2%
8	3904	5.2%
7	3816	5.1%
Other values (5)	170	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	74960	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	11697	15.6%
1	10549	14.1%
4	10204	13.6%
3	9919	13.2%
0	8188	10.9%
5	7947	10.6%
6	4636	6.2%
9	3930	5.2%
8	3904	5.2%
7	3816	5.1%
Other values (5)	170	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	74960	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	11697	15.6%
1	10549	14.1%
4	10204	13.6%
3	9919	13.2%
0	8188	10.9%
5	7947	10.6%
6	4636	6.2%
9	3930	5.2%
8	3904	5.2%
7	3816	5.1%
Other values (5)	170	0.2%

Rfrg_Prvdr_Geo_Desc
Text

Distinct	61
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

Length

Max length	34
Median length	20
Mean length	8.6586675
Min length	4

Characters and Unicode

Total characters	338805
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	National
2nd row	Arizona
3rd row	California
4th row	Kansas
5th row	Michigan

Value	Count	Frequency (%)
new	3024	6.4%
carolina	1663	3.5%
national	1649	3.5%
virginia	1454	3.1%
north	1366	2.9%
south	1295	2.7%
california	1114	2.3%
texas	1023	2.2%
york	1016	2.1%
florida	1002	2.1%
Other values (62)	32832	69.2%

Most occurring characters

Value	Count	Frequency (%)
a	44691	13.2%
i	33733	10.0%
n	28872	8.5%
o	27497	8.1%
s	23695	7.0%
e	20894	6.2%
r	17284	5.1%
t	14278	4.2%
l	13300	3.9%
h	9047	2.7%
Other values (38)	105514	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	338805	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	44691	13.2%
i	33733	10.0%
n	28872	8.5%
o	27497	8.1%
s	23695	7.0%
e	20894	6.2%
r	17284	5.1%
t	14278	4.2%
l	13300	3.9%
h	9047	2.7%
Other values (38)	105514	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	338805	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	44691	13.2%
i	33733	10.0%
n	28872	8.5%
o	27497	8.1%
s	23695	7.0%
e	20894	6.2%
r	17284	5.1%
t	14278	4.2%
l	13300	3.9%
h	9047	2.7%
Other values (38)	105514	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	338805	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	44691	13.2%
i	33733	10.0%
n	28872	8.5%
o	27497	8.1%
s	23695	7.0%
e	20894	6.2%
r	17284	5.1%
t	14278	4.2%
l	13300	3.9%
h	9047	2.7%
Other values (38)	105514	31.1%

RBCS_Lvl
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

Durable Medical Equipment	19724
Orthotic Devices	14302
Unknown	4305
Drugs Administered Through DME	798

Length

Max length	30
Median length	25
Mean length	19.832017
Min length	7

Characters and Unicode

Total characters	776007
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Drugs Administered Through DME
2nd row	Drugs Administered Through DME
3rd row	Drugs Administered Through DME
4th row	Drugs Administered Through DME
5th row	Drugs Administered Through DME

Common Values

Value	Count	Frequency (%)
Durable Medical Equipment	19724	50.4%
Orthotic Devices	14302	36.6%
Unknown	4305	11.0%
Drugs Administered Through DME	798	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
durable	19724	20.7%
medical	19724	20.7%
equipment	19724	20.7%
orthotic	14302	15.0%
devices	14302	15.0%
unknown	4305	4.5%
drugs	798	0.8%
administered	798	0.8%
through	798	0.8%
dme	798	0.8%

Most occurring characters

Value	Count	Frequency (%)
e	89372	11.5%
i	69648	9.0%
	56144	7.2%
t	49126	6.3%
c	48328	6.2%
u	41044	5.3%
a	39448	5.1%
l	39448	5.1%
r	36420	4.7%
D	35622	4.6%
Other values (19)	271407	35.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	776007	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	89372	11.5%
i	69648	9.0%
	56144	7.2%
t	49126	6.3%
c	48328	6.2%
u	41044	5.3%
a	39448	5.1%
l	39448	5.1%
r	36420	4.7%
D	35622	4.6%
Other values (19)	271407	35.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	776007	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	89372	11.5%
i	69648	9.0%
	56144	7.2%
t	49126	6.3%
c	48328	6.2%
u	41044	5.3%
a	39448	5.1%
l	39448	5.1%
r	36420	4.7%
D	35622	4.6%
Other values (19)	271407	35.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	776007	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	89372	11.5%
i	69648	9.0%
	56144	7.2%
t	49126	6.3%
c	48328	6.2%
u	41044	5.3%
a	39448	5.1%
l	39448	5.1%
r	36420	4.7%
D	35622	4.6%
Other values (19)	271407	35.0%

RBCS_Id
Categorical

Distinct	35
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

DF000N	7824
DE000N	5275
DD021N	4306
DF010N	2897
DA023N	2741
Other values (30)	16086

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	234774
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DG000N
2nd row	DG000N
3rd row	DG000N
4th row	DG000N
5th row	DG000N

Common Values

Value	Count	Frequency (%)
DF000N	7824	20.0%
DE000N	5275	13.5%
DD021N	4306	11.0%
DF010N	2897	7.4%
DA023N	2741	7.0%
DF003N	2352	6.0%
DD009N	2133	5.5%
DA000N	1176	3.0%
DE001N	1138	2.9%
OC000N	1062	2.7%
Other values (25)	8225	21.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
df000n	7824	20.0%
de000n	5275	13.5%
dd021n	4306	11.0%
df010n	2897	7.4%
da023n	2741	7.0%
df003n	2352	6.0%
dd009n	2133	5.5%
da000n	1176	3.0%
de001n	1138	2.9%
oc000n	1062	2.7%
Other values (25)	8225	21.0%

Most occurring characters

Value	Count	Frequency (%)
0	86755	37.0%
D	41959	17.9%
N	39129	16.7%
F	14302	6.1%
1	10444	4.4%
2	8445	3.6%
E	7262	3.1%
3	5144	2.2%
A	3917	1.7%
9	2843	1.2%
Other values (13)	14574	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	234774	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	86755	37.0%
D	41959	17.9%
N	39129	16.7%
F	14302	6.1%
1	10444	4.4%
2	8445	3.6%
E	7262	3.1%
3	5144	2.2%
A	3917	1.7%
9	2843	1.2%
Other values (13)	14574	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	234774	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	86755	37.0%
D	41959	17.9%
N	39129	16.7%
F	14302	6.1%
1	10444	4.4%
2	8445	3.6%
E	7262	3.1%
3	5144	2.2%
A	3917	1.7%
9	2843	1.2%
Other values (13)	14574	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	234774	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	86755	37.0%
D	41959	17.9%
N	39129	16.7%
F	14302	6.1%
1	10444	4.4%
2	8445	3.6%
E	7262	3.1%
3	5144	2.2%
A	3917	1.7%
9	2843	1.2%
Other values (13)	14574	6.2%

RBCS_Desc
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

DME-Orthotic Devices	14302
DME-Other DME	7262
DME-Wheelchairs	7135
DME-Medical/Surgical Supplies	3917
Other-Enteral and Parenteral	1198
Other values (7)	5315

Length

Max length	49
Median length	42
Mean length	20.749291
Min length	13

Characters and Unicode

Total characters	811899
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DME-Drugs Administered Through DME
2nd row	DME-Drugs Administered Through DME
3rd row	DME-Drugs Administered Through DME
4th row	DME-Drugs Administered Through DME
5th row	DME-Drugs Administered Through DME

Common Values

Value	Count	Frequency (%)
DME-Orthotic Devices	14302	36.6%
DME-Other DME	7262	18.6%
DME-Wheelchairs	7135	18.2%
DME-Medical/Surgical Supplies	3917	10.0%
Other-Enteral and Parenteral	1198	3.1%
Other-Vision, Hearing, and Speech Services	1062	2.7%
DME-Hospital Beds	837	2.1%
Treatment-Treatment - Miscellaneous	835	2.1%
Treatment-Injections and Infusions (nononcologic)	826	2.1%
DME-Drugs Administered Through DME	798	2.0%
Other values (2)	957	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dme-orthotic	14302	17.9%
devices	14302	17.9%
dme	8060	10.1%
dme-other	7262	9.1%
dme-wheelchairs	7135	8.9%
supplies	4490	5.6%
dme-medical/surgical	3917	4.9%
and	3659	4.6%
other-enteral	1198	1.5%
parenteral	1198	1.5%
Other values (17)	14256	17.9%

Most occurring characters

Value	Count	Frequency (%)
e	81737	10.1%
i	58057	7.2%
D	57984	7.1%
t	49127	6.1%
c	49010	6.0%
M	47636	5.9%
r	46252	5.7%
E	44082	5.4%
h	41520	5.1%
	40650	5.0%
Other values (31)	295844	36.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	811899	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	81737	10.1%
i	58057	7.2%
D	57984	7.1%
t	49127	6.1%
c	49010	6.0%
M	47636	5.9%
r	46252	5.7%
E	44082	5.4%
h	41520	5.1%
	40650	5.0%
Other values (31)	295844	36.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	811899	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	81737	10.1%
i	58057	7.2%
D	57984	7.1%
t	49127	6.1%
c	49010	6.0%
M	47636	5.9%
r	46252	5.7%
E	44082	5.4%
h	41520	5.1%
	40650	5.0%
Other values (31)	295844	36.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	811899	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	81737	10.1%
i	58057	7.2%
D	57984	7.1%
t	49127	6.1%
c	49010	6.0%
M	47636	5.9%
r	46252	5.7%
E	44082	5.4%
h	41520	5.1%
	40650	5.0%
Other values (31)	295844	36.4%

HCPCS_Cd
Text

Distinct	1493
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	195645
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	229 ?
Unique (%)	0.6%

Sample

1st row	J2545
2nd row	J2545
3rd row	J2545
4th row	J2545
5th row	J2545

Value	Count	Frequency (%)
e0562	110	0.3%
e0143	110	0.3%
e1390	110	0.3%
e1028	106	0.3%
e0971	105	0.3%
e0955	104	0.3%
k0554	101	0.3%
e2201	100	0.3%
e0156	100	0.3%
e0973	97	0.2%
Other values (1483)	38086	97.3%

Most occurring characters

Value	Count	Frequency (%)
0	28860	14.8%
2	19960	10.2%
4	17020	8.7%
1	16725	8.5%
5	16560	8.5%
3	14620	7.5%
6	14532	7.4%
E	11210	5.7%
A	10859	5.6%
7	10684	5.5%
Other values (9)	34615	17.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	195645	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	28860	14.8%
2	19960	10.2%
4	17020	8.7%
1	16725	8.5%
5	16560	8.5%
3	14620	7.5%
6	14532	7.4%
E	11210	5.7%
A	10859	5.6%
7	10684	5.5%
Other values (9)	34615	17.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	195645	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	28860	14.8%
2	19960	10.2%
4	17020	8.7%
1	16725	8.5%
5	16560	8.5%
3	14620	7.5%
6	14532	7.4%
E	11210	5.7%
A	10859	5.6%
7	10684	5.5%
Other values (9)	34615	17.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	195645	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	28860	14.8%
2	19960	10.2%
4	17020	8.7%
1	16725	8.5%
5	16560	8.5%
3	14620	7.5%
6	14532	7.4%
E	11210	5.7%
A	10859	5.6%
7	10684	5.5%
Other values (9)	34615	17.7%

HCPCS_Desc
Text

Distinct	1493
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	305.8 KiB

Length

Max length	597
Median length	250
Mean length	96.972246
Min length	7

Characters and Unicode

Total characters	3794427
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	229 ?
Unique (%)	0.6%

Sample

1st row	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg
2nd row	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg
3rd row	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg
4th row	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg
5th row	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg

Value	Count	Frequency (%)
or	14924	2.9%
with	14276	2.7%
each	11681	2.2%
to	9362	1.8%
and	8620	1.7%
wheelchair	6416	1.2%
any	6227	1.2%
for	5855	1.1%
without	4760	0.9%
than	4645	0.9%
Other values (1867)	434699	83.4%

Most occurring characters

Value	Count	Frequency (%)
	482336	12.7%
e	360210	9.5%
t	256375	6.8%
i	252565	6.7%
a	237833	6.3%
r	222692	5.9%
o	217311	5.7%
n	204645	5.4%
s	191484	5.0%
l	153819	4.1%
Other values (63)	1215157	32.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3794427	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	482336	12.7%
e	360210	9.5%
t	256375	6.8%
i	252565	6.7%
a	237833	6.3%
r	222692	5.9%
o	217311	5.7%
n	204645	5.4%
s	191484	5.0%
l	153819	4.1%
Other values (63)	1215157	32.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3794427	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	482336	12.7%
e	360210	9.5%
t	256375	6.8%
i	252565	6.7%
a	237833	6.3%
r	222692	5.9%
o	217311	5.7%
n	204645	5.4%
s	191484	5.0%
l	153819	4.1%
Other values (63)	1215157	32.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3794427	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	482336	12.7%
e	360210	9.5%
t	256375	6.8%
i	252565	6.7%
a	237833	6.3%
r	222692	5.9%
o	217311	5.7%
n	204645	5.4%
s	191484	5.0%
l	153819	4.1%
Other values (63)	1215157	32.0%

Suplr_Rentl_Ind
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

False	32540
True	6589

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	32540	83.2%
True	6589	16.8%

Tot_Rfrg_Prvdrs
Real number (ℝ)

SKEWED

Distinct	2806
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	441.35066

Minimum	1
Maximum	224353
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	15
median	45
Q3	168
95-th percentile	1293.2
Maximum	224353
Range	224352
Interquartile range (IQR)	153

Descriptive statistics

Standard deviation	3880.5023
Coefficient of variation (CV)	8.7923337
Kurtosis	1298.854
Mean	441.35066
Median Absolute Deviation (MAD)	37
Skewness	31.887717
Sum	17269610
Variance	15058298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	848	2.2%
10	747	1.9%
12	746	1.9%
3	714	1.8%
13	708	1.8%
4	700	1.8%
2	664	1.7%
9	658	1.7%
5	656	1.7%
6	652	1.7%
Other values (2796)	32036	81.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	397	1.0%
2	664	1.7%
3	714	1.8%
4	700	1.8%
5	656	1.7%
6	652	1.7%
7	642	1.6%
8	649	1.7%
9	658	1.7%
10	747	1.9%

Value	Count	Frequency (%)
224353	1	< 0.1%
218972	1	< 0.1%
186881	1	< 0.1%
171034	1	< 0.1%
164821	1	< 0.1%
158277	1	< 0.1%
155608	1	< 0.1%
138569	1	< 0.1%
129140	1	< 0.1%
128284	1	< 0.1%

Tot_Suplrs
Real number (ℝ)

SKEWED

Distinct	1296
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.616295

Minimum	1
Maximum	42955
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	7
median	17
Q3	46
95-th percentile	285
Maximum	42955
Range	42954
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	635.6302
Coefficient of variation (CV)	7.1728366
Kurtosis	2312.1653
Mean	88.616295
Median Absolute Deviation (MAD)	12
Skewness	42.084295
Sum	3467467
Variance	404025.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1611	4.1%
6	1530	3.9%
7	1490	3.8%
3	1482	3.8%
5	1478	3.8%
4	1470	3.8%
8	1382	3.5%
9	1284	3.3%
1	1182	3.0%
10	1182	3.0%
Other values (1286)	25038	64.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1182	3.0%
2	1611	4.1%
3	1482	3.8%
4	1470	3.8%
5	1478	3.8%
6	1530	3.9%
7	1490	3.8%
8	1382	3.5%
9	1284	3.3%
10	1182	3.0%

Value	Count	Frequency (%)
42955	1	< 0.1%
42068	1	< 0.1%
39640	1	< 0.1%
36566	1	< 0.1%
33519	1	< 0.1%
33444	1	< 0.1%
26287	1	< 0.1%
23872	1	< 0.1%
21439	1	< 0.1%
19686	1	< 0.1%

Tot_Suplr_Benes
Real number (ℝ)

MISSING SKEWED

Distinct	4231
Distinct (%)	12.3%
Missing	4750
Missing (%)	12.1%
Infinite	0
Infinite (%)	0.0%
Mean	1723.1855

Minimum	11
Maximum	1758956
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	11
5-th percentile	13
Q1	30
median	89
Q3	355
95-th percentile	3992.1
Maximum	1758956
Range	1758945
Interquartile range (IQR)	325

Descriptive statistics

Standard deviation	23864.228
Coefficient of variation (CV)	13.848902
Kurtosis	2867.0691
Mean	1723.1855
Median Absolute Deviation (MAD)	72
Skewness	48.545145
Sum	59241394
Variance	5.6950137 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	762	1.9%
12	728	1.9%
14	617	1.6%
15	604	1.5%
13	597	1.5%
18	477	1.2%
17	476	1.2%
16	457	1.2%
20	430	1.1%
19	426	1.1%
Other values (4221)	28805	73.6%
(Missing)	4750	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	762	1.9%
12	728	1.9%
13	597	1.5%
14	617	1.6%
15	604	1.5%
16	457	1.2%
17	476	1.2%
18	477	1.2%
19	426	1.1%
20	430	1.1%

Value	Count	Frequency (%)
1758956	1	< 0.1%
1730195	1	< 0.1%
1572203	1	< 0.1%
1147174	1	< 0.1%
1120889	1	< 0.1%
1043882	1	< 0.1%
914369	1	< 0.1%
845299	1	< 0.1%
812338	1	< 0.1%
762685	1	< 0.1%

Tot_Suplr_Clms
Real number (ℝ)

SKEWED

Distinct	6057
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4161.6264

Minimum	11
Maximum	6264806
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	11
5-th percentile	13
Q1	34
median	123
Q3	586
95-th percentile	8618
Maximum	6264806
Range	6264795
Interquartile range (IQR)	552

Descriptive statistics

Standard deviation	65725.124
Coefficient of variation (CV)	15.793134
Kurtosis	3753.8268
Mean	4161.6264
Median Absolute Deviation (MAD)	105
Skewness	54.40262
Sum	1.6284028 × 10⁸
Variance	4.3197919 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	790	2.0%
12	787	2.0%
13	622	1.6%
15	553	1.4%
14	553	1.4%
17	486	1.2%
16	474	1.2%
18	468	1.2%
19	442	1.1%
20	414	1.1%
Other values (6047)	33540	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	790	2.0%
12	787	2.0%
13	622	1.6%
14	553	1.4%
15	553	1.4%
16	474	1.2%
17	486	1.2%
18	468	1.2%
19	442	1.1%
20	414	1.1%

Value	Count	Frequency (%)
6264806	1	< 0.1%
4135238	1	< 0.1%
4016438	1	< 0.1%
4010126	1	< 0.1%
3528456	1	< 0.1%
2861294	1	< 0.1%
2507590	1	< 0.1%
2439356	1	< 0.1%
2276199	1	< 0.1%
1885927	1	< 0.1%

Tot_Suplr_Srvcs
Real number (ℝ)

SKEWED

Distinct	11609
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	114133.74

Minimum	11
Maximum	8.3911761 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	11
5-th percentile	16
Q1	58
median	324
Q3	3399
95-th percentile	108544.8
Maximum	8.3911761 × 10⁸
Range	8.391176 × 10⁸
Interquartile range (IQR)	3341

Descriptive statistics

Standard deviation	4553071.8
Coefficient of variation (CV)	39.892427
Kurtosis	29523.064
Mean	114133.74
Median Absolute Deviation (MAD)	304
Skewness	162.2314
Sum	4.4659391 × 10⁹
Variance	2.0730463 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	438	1.1%
11	401	1.0%
13	353	0.9%
15	350	0.9%
14	330	0.8%
16	327	0.8%
22	300	0.8%
17	297	0.8%
18	294	0.8%
20	289	0.7%
Other values (11599)	35750	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	401	1.0%
12	438	1.1%
13	353	0.9%
14	330	0.8%
15	350	0.9%
16	327	0.8%
17	297	0.8%
18	294	0.8%
19	288	0.7%
20	289	0.7%

Value	Count	Frequency (%)
839117610	1	< 0.1%
149378130	1	< 0.1%
114684657	1	< 0.1%
86276057	1	< 0.1%
75047983	1	< 0.1%
73429961	1	< 0.1%
71546089	1	< 0.1%
68863150	1	< 0.1%
63824166	1	< 0.1%
58213431	1	< 0.1%

Avg_Suplr_Sbmtd_Chrg
Real number (ℝ)

Distinct	38539
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	666.88575

Minimum	0.06400364
Maximum	77918.591
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	0.06400364
5-th percentile	2.5982014
Q1	18.985804
median	99.571111
Q3	460.42434
95-th percentile	3000.8415
Maximum	77918.591
Range	77918.527
Interquartile range (IQR)	441.43854

Descriptive statistics

Standard deviation	2231.946
Coefficient of variation (CV)	3.3468191
Kurtosis	128.73268
Mean	666.88575
Median Absolute Deviation (MAD)	92.839809
Skewness	9.211006
Sum	26094572
Variance	4981582.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
435	71	0.2%
50	48	0.1%
21000	42	0.1%
23.34	25	0.1%
14.75	24	0.1%
450	14	< 0.1%
407	13	< 0.1%
232.35	13	< 0.1%
4950	12	< 0.1%
461	12	< 0.1%
Other values (38529)	38855	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0640036397	1	< 0.1%
0.0661930864	1	< 0.1%
0.0662181976	1	< 0.1%
0.067036943	1	< 0.1%
0.0684243106	1	< 0.1%
0.0709463096	1	< 0.1%
0.0720512821	1	< 0.1%
0.075873164	1	< 0.1%
0.0759708056	1	< 0.1%
0.076405182	1	< 0.1%

Value	Count	Frequency (%)
77918.59067	1	< 0.1%
47185.57429	1	< 0.1%
44042.046	1	< 0.1%
39962.05176	1	< 0.1%
39916.72435	1	< 0.1%
39600.68906	1	< 0.1%
38062.22393	1	< 0.1%
36976.36517	1	< 0.1%
36241.50029	1	< 0.1%
35047.91526	1	< 0.1%

Avg_Suplr_Mdcr_Alowd_Amt
Real number (ℝ)

Distinct	36272
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	386.54716

Minimum	0.0125
Maximum	39385.318
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	0.0125
5-th percentile	0.79819074
Q1	9.0043497
median	49.040323
Q3	231.1426
95-th percentile	1650.37
Maximum	39385.318
Range	39385.305
Interquartile range (IQR)	222.13825

Descriptive statistics

Standard deviation	1386.8901
Coefficient of variation (CV)	3.5878936
Kurtosis	165.11961
Mean	386.54716
Median Absolute Deviation (MAD)	45.867236
Skewness	10.765898
Sum	15125204
Variance	1923464.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.14	49	0.1%
50	46	0.1%
3955.48	43	0.1%
3.51	43	0.1%
14065.72	42	0.1%
0.84	42	0.1%
0.14	38	0.1%
24	38	0.1%
16	37	0.1%
57	37	0.1%
Other values (36262)	38714	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0125	1	< 0.1%
0.0125093284	1	< 0.1%
0.0125986842	1	< 0.1%
0.0127788462	1	< 0.1%
0.0129214781	1	< 0.1%
0.0130038388	1	< 0.1%
0.0130498972	1	< 0.1%
0.0130584016	1	< 0.1%
0.0131399317	1	< 0.1%
0.0131410256	1	< 0.1%

Value	Count	Frequency (%)
39385.31786	1	< 0.1%
36264.92933	1	< 0.1%
25581.97125	1	< 0.1%
25513.495	1	< 0.1%
25504.24253	1	< 0.1%
25500.6716	1	< 0.1%
25498.56779	1	< 0.1%
25495.24692	1	< 0.1%
25482.63209	1	< 0.1%
25481.88288	1	< 0.1%

Avg_Suplr_Mdcr_Pymt_Amt
Real number (ℝ)

Distinct	39090
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	300.56618

Minimum	0
Maximum	31179.861
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.61152189
Q1	6.8327273
median	36.88726
Q3	177.95812
95-th percentile	1290.8854
Maximum	31179.861
Range	31179.861
Interquartile range (IQR)	171.12539

Descriptive statistics

Standard deviation	1082.0064
Coefficient of variation (CV)	3.5998941
Kurtosis	164.15789
Mean	300.56618
Median Absolute Deviation (MAD)	34.505508
Skewness	10.728529
Sum	11760854
Variance	1170737.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.43	7	< 0.1%
0.22	4	< 0.1%
80.88666667	3	< 0.1%
1.36	3	< 0.1%
106.0875	3	< 0.1%
0.1276690307	2	< 0.1%
0.5315384615	2	< 0.1%
453.8883163	2	< 0.1%
4.76862069	2	< 0.1%
10.11	2	< 0.1%
Other values (39080)	39099	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0091935484	1	< 0.1%
0.009636194	1	< 0.1%
0.0099337748	1	< 0.1%
0.01	1	< 0.1%
0.0100352564	1	< 0.1%
0.0100803588	1	< 0.1%
0.0100986842	1	< 0.1%
0.0102236538	1	< 0.1%
0.0102564103	1	< 0.1%

Value	Count	Frequency (%)
31179.86071	1	< 0.1%
28625.18533	1	< 0.1%
20235.71938	1	< 0.1%
20064.51983	1	< 0.1%
20004.80235	1	< 0.1%
19977.88031	1	< 0.1%
19930.75922	1	< 0.1%
19929.77231	1	< 0.1%
19905.55441	1	< 0.1%
19872.86077	1	< 0.1%

Avg_Suplr_Mdcr_Stdzd_Amt
Real number (ℝ)

Distinct	38083
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	298.82821

Minimum	0.0091935484
Maximum	29894.176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	305.8 KiB

Quantile statistics

Minimum	0.0091935484
5-th percentile	0.61968014
Q1	6.9133253
median	37.376304
Q3	178.30452
95-th percentile	1280.4616
Maximum	29894.176
Range	29894.167
Interquartile range (IQR)	171.3912

Descriptive statistics

Standard deviation	1074.84
Coefficient of variation (CV)	3.5968493
Kurtosis	162.09223
Mean	298.82821
Median Absolute Deviation (MAD)	34.870124
Skewness	10.682358
Sum	11692849
Variance	1155281.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.02	26	0.1%
1475.06	26	0.1%
284.56	23	0.1%
423.84	20	0.1%
397.83	17	< 0.1%
5085	16	< 0.1%
307.52	15	< 0.1%
80.34	15	< 0.1%
248.43	14	< 0.1%
368.87	14	< 0.1%
Other values (38073)	38943	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0091935484	1	< 0.1%
0.0095988806	1	< 0.1%
0.0098573612	1	< 0.1%
0.01	1	< 0.1%
0.0100096154	1	< 0.1%
0.0100635395	1	< 0.1%
0.0100986842	1	< 0.1%
0.0101294518	1	< 0.1%
0.0101931382	1	< 0.1%
0.0102389078	1	< 0.1%

Value	Count	Frequency (%)
29894.17643	1	< 0.1%
28426.59133	1	< 0.1%
19775.92	1	< 0.1%
19775.91961	1	< 0.1%
19775.91929	1	< 0.1%
19775.91017	1	< 0.1%
19775.91	2	< 0.1%
19774.515	1	< 0.1%
19772.91632	1	< 0.1%
19770.21156	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Rfrg_Prvdr_Geo_Lvl	Rfrg_Prvdr_Geo_Cd	Rfrg_Prvdr_Geo_Desc	RBCS_Lvl	RBCS_Id	RBCS_Desc	HCPCS_Cd	HCPCS_Desc	Suplr_Rentl_Ind	Tot_Rfrg_Prvdrs	Tot_Suplrs	Tot_Suplr_Benes	Tot_Suplr_Clms	Tot_Suplr_Srvcs	Avg_Suplr_Sbmtd_Chrg	Avg_Suplr_Mdcr_Alowd_Amt	Avg_Suplr_Mdcr_Pymt_Amt	Avg_Suplr_Mdcr_Stdzd_Amt
0	National	NaN	National	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	57	34	94.0	519	535	336.673682	117.517682	89.814187	89.074000
1	State	04	Arizona	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	2	3	NaN	22	22	188.371818	119.646364	94.486818	93.794545
2	State	06	California	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	2	3	NaN	35	35	435.754286	107.950571	83.160571	82.598000
3	State	20	Kansas	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	8	2	18.0	56	56	216.937321	121.829107	95.122143	94.192500
4	State	26	Michigan	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	8	4	NaN	63	65	250.409077	118.701385	92.179846	91.542154
5	State	27	Minnesota	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	1	1	NaN	12	12	520.700000	119.490000	94.432500	93.670000
6	State	37	North Carolina	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	4	5	NaN	44	46	181.256304	101.592826	75.389783	74.683478
7	State	39	Ohio	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	4	5	NaN	36	36	394.853889	120.649722	92.718889	91.845278
8	State	42	Pennsylvania	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	6	2	NaN	17	17	185.671765	123.074706	91.702941	90.686471
9	State	48	Texas	Drugs Administered Through DME	DG000N	DME-Drugs Administered Through DME	J2545	Pentamidine isethionate, inhalation solution, fda-approved final product, non-compounded, administered through dme, unit dose form, per 300 mg	N	8	3	21.0	179	179	484.183128	119.529385	90.072291	89.413520

	Rfrg_Prvdr_Geo_Lvl	Rfrg_Prvdr_Geo_Cd	Rfrg_Prvdr_Geo_Desc	RBCS_Lvl	RBCS_Id	RBCS_Desc	HCPCS_Cd	HCPCS_Desc	Suplr_Rentl_Ind	Tot_Rfrg_Prvdrs	Tot_Suplrs	Tot_Suplr_Benes	Tot_Suplr_Clms	Tot_Suplr_Srvcs	Avg_Suplr_Sbmtd_Chrg	Avg_Suplr_Mdcr_Alowd_Amt	Avg_Suplr_Mdcr_Pymt_Amt	Avg_Suplr_Mdcr_Stdzd_Amt
39119	State	37	North Carolina	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8705	Topotecan, oral, 0.25 mg	N	7	4	NaN	27	1296	116.158457	104.323850	82.204051	81.732137
39120	State	45	South Carolina	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8705	Topotecan, oral, 0.25 mg	N	2	1	NaN	13	1560	144.790667	104.305385	82.490071	81.643968
39121	State	48	Texas	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8705	Topotecan, oral, 0.25 mg	N	5	4	NaN	12	680	145.655735	104.288265	82.746838	81.639618
39122	State	55	Wisconsin	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8705	Topotecan, oral, 0.25 mg	N	9	8	NaN	32	1795	139.155014	104.315421	82.278953	81.674652
39123	National	NaN	National	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	92	7	141.0	497	44284	114.951679	1.534979	1.206541	1.194950
39124	State	06	California	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	12	2	15.0	58	4289	129.698655	1.044866	0.772649	0.767321
39125	State	16	Idaho	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	5	1	NaN	29	2738	44.417736	1.012053	0.793963	0.793477
39126	State	34	New Jersey	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	3	1	NaN	31	2618	2.326203	1.004962	0.789767	0.787907
39127	State	36	New York	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	2	1	NaN	19	1209	58.806782	1.236253	0.969901	0.969297
39128	State	42	Pennsylvania	Unknown	RX029N	Treatment-Treatment - Miscellaneous	J8999	Prescription drug, oral, chemotherapeutic, nos	N	53	1	87.0	311	28758	140.908221	1.822521	1.441591	1.425465

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks